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March 10, 2026Health Evaluation and PromotionOpen Access

Data-Driven Strategies to Improve Effectiveness of Specific Health Checkups and Health Guidance

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Key Points

This research aims to enhance the effectiveness of specific health checkups and guidance through data-driven strategies.
Focus on three perspectives: business design, evaluation, and knowledge extraction.
Assessment of health checkups and guidance based on data-driven insights.
Consider the establishment of data infrastructure for implementation science.
Shift in health project goals from mere implementation to effective solutions.
Enhanced strategic design using data leads to better service delivery.
Identification of key performance indicators (KPIs) to measure success in health initiatives.

Implication

Demonstrates improved health service effectiveness in Japan, highlighting the need for data-driven approaches.

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Cite This Study

Yuji Furui (2026) studied this question.

synapsesocial.com/papers/6a02c2b9ce8c8c81e9640382 https://doi.org/10.7143/jhep.53.302

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Keep reading

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1Positive Impact of Health Check-Ups and Guidance in the General Population: A Database-Based Cohort Study in Japancohort · 2025 · 1 citations
2Developing Data Analysis Skills for Local Medical Administration Personnel Using the National Database and Business Intelligence System (Tableau).2025 · 1 citations
3Development of a machine learning model to predict the probability of health checkup participation in Japan2025 · 1 citations
4[Japanese National Plan for Promotion of Measures against Stroke and Cardiovascular Diseases and Data-Based Health Management Initiatives].2024 · 1 citations
5Bridging the Gap: Strategies for Sustainable Healthcare Data-Sharing in Japan.2025

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